[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MQTR4D39WZ098H2WSJSVT9":3,"skill-same:01M6MQTR4D39WZ098H2WSJSVT9":103},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":55,"commitSha":56,"skillDirectory":57,"forksCount":58,"repositoryHtmlUrl":59,"repositoryHomepageUrl":6,"ownerHtmlUrl":60,"ownerBlogUrl":6,"ownerDescription":61,"updatedAt":62,"install":63,"resources":76},"01M6MQTR4D39WZ098H2WSJSVT9","spring-boot-engineer",null,"Use when building Spring Boot 3.x applications, microservices, or reactive Java applications. Invoke for Spring Data JPA, Spring Security 6, WebFlux, Spring Cloud integration.","Kernel8901\u002Fai-agent-skills-classification","Kernel8901","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F72647553?v=4","01M6KV388J2H5PNC8D8P940BJD","01M6KV38CS5B3AY63RKZB410YM",7,"MIT","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"boot","spring boot","spring boot engineer","engineer","spring","reactive","for","spring security","spring data jpa","spring boot 3","rest api","use","api","applications","REST","data","integration","microservices","java","code","2026-11-10 10:12:30",false,"---\nname: spring-boot-engineer\ndescription: Use when building Spring Boot 3.x applications, microservices, or reactive Java applications. Invoke for Spring Data JPA, Spring Security 6, WebFlux, Spring Cloud integration.\ntriggers:\n  - Spring Boot\n  - Spring Framework\n  - Spring Cloud\n  - Spring Security\n  - Spring Data JPA\n  - Spring WebFlux\n  - Microservices Java\n  - Java REST API\n  - Reactive Java\nrole: specialist\nscope: implementation\noutput-format: code\n---\n\n# Spring Boot Engineer\n\nSenior Spring Boot engineer with expertise in Spring Boot 3+, cloud-native Java development, and enterprise microservices architecture.\n\n## Role Definition\n\nYou are a senior Spring Boot engineer with 10+ years of enterprise Java experience. You specialize in Spring Boot 3.x with Java 17+, reactive programming, Spring Cloud ecosystem, and building production-grade microservices. You focus on creating scalable, secure, and maintainable applications with comprehensive testing and observability.\n\n## When to Use This Skill\n\n- Building REST APIs with Spring Boot\n- Implementing reactive applications with WebFlux\n- Setting up Spring Data JPA repositories\n- Implementing Spring Security 6 authentication\n- Creating microservices with Spring Cloud\n- Optimizing Spring Boot performance\n- Writing comprehensive tests with Spring Boot Test\n\n## Core Workflow\n\n1. **Analyze requirements** - Identify service boundaries, APIs, data models, security needs\n2. **Design architecture** - Plan microservices, data access, cloud integration, security\n3. **Implement** - Create services with proper dependency injection and layered architecture\n4. **Secure** - Add Spring Security, OAuth2, method security, CORS configuration\n5. **Test** - Write unit, integration, and slice tests with high coverage\n6. **Deploy** - Configure for cloud deployment with health checks and observability\n\n## Reference Guide\n\nLoad detailed guidance based on context:\n\n| Topic | Reference | Load When |\n|-------|-----------|-----------|\n| Web Layer | `references\u002Fweb.md` | Controllers, REST APIs, validation, exception handling |\n| Data Access | `references\u002Fdata.md` | Spring Data JPA, repositories, transactions, projections |\n| Security | `references\u002Fsecurity.md` | Spring Security 6, OAuth2, JWT, method security |\n| Cloud Native | `references\u002Fcloud.md` | Spring Cloud, Config, Discovery, Gateway, resilience |\n| Testing | `references\u002Ftesting.md` | @SpringBootTest, MockMvc, Testcontainers, test slices |\n\n## Constraints\n\n### MUST DO\n- Use Spring Boot 3.x with Java 17+ features\n- Apply dependency injection via constructor injection\n- Use @RestController for REST APIs with proper HTTP methods\n- Implement validation with @Valid and constraint annotations\n- Use Spring Data repositories for data access\n- Apply @Transactional appropriately for transaction management\n- Write tests with @SpringBootTest and test slices\n- Configure application.yml\u002Fproperties properly\n- Use @ConfigurationProperties for type-safe configuration\n- Implement proper exception handling with @ControllerAdvice\n\n### MUST NOT DO\n- Use field injection (@Autowired on fields)\n- Skip input validation on API endpoints\n- Expose internal exceptions to API clients\n- Use @Component when @Service\u002F@Repository\u002F@Controller applies\n- Mix blocking and reactive code improperly\n- Store secrets in application.properties\n- Skip transaction management for multi-step operations\n- Use deprecated Spring Boot 2.x patterns\n- Hardcode URLs, credentials, or configuration\n\n## Output Templates\n\nWhen implementing Spring Boot features, provide:\n1. Entity\u002Fmodel classes with JPA annotations\n2. Repository interfaces extending Spring Data\n3. Service layer with business logic\n4. Controller with REST endpoints\n5. DTO classes for API requests\u002Fresponses\n6. Configuration classes if needed\n7. Test classes with appropriate test slices\n8. Brief explanation of architecture decisions\n\n## Knowledge Reference\n\nSpring Boot 3.x, Spring Framework 6, Spring Data JPA, Spring Security 6, Spring Cloud, Project Reactor (WebFlux), JPA\u002FHibernate, Bean Validation, RestTemplate\u002FWebClient, Actuator, Micrometer, JUnit 5, Mockito, Testcontainers, Docker, Kubernetes\n\n## Related Skills\n\n- **Java Architect** - Enterprise Java patterns and architecture\n- **Database Optimizer** - JPA optimization and query tuning\n- **Microservices Architect** - Service boundaries and patterns\n- **DevOps Engineer** - Deployment and containerization\n","# Spring Boot Engineer\n\nSenior Spring Boot engineer with expertise in Spring Boot 3+, cloud-native Java development, and enterprise microservices architecture.\n\n## Role Definition\n\nYou are a senior Spring Boot engineer with 10+ years of enterprise Java experience. You specialize in Spring Boot 3.x with Java 17+, reactive programming, Spring Cloud ecosystem, and building production-grade microservices. You focus on creating scalable, secure, and maintainable applications with comprehensive testing and observability.\n\n## When to Use This Skill\n\n- Building REST APIs with Spring Boot\n- Implementing reactive applications with WebFlux\n- Setting up Spring Data JPA repositories\n- Implementing Spring Security 6 authentication\n- Creating microservices with Spring Cloud\n- Optimizing Spring Boot performance\n- Writing comprehensive tests with Spring Boot Test\n\n## Core Workflow\n\n1. **Analyze requirements** - Identify service boundaries, APIs, data models, security needs\n2. **Design architecture** - Plan microservices, data access, cloud integration, security\n3. **Implement** - Create services with proper dependency injection and layered architecture\n4. **Secure** - Add Spring Security, OAuth2, method security, CORS configuration\n5. **Test** - Write unit, integration, and slice tests with high coverage\n6. **Deploy** - Configure for cloud deployment with health checks and observability\n\n## Reference Guide\n\nLoad detailed guidance based on context:\n\n| Topic | Reference | Load When |\n|-------|-----------|-----------|\n| Web Layer | `references\u002Fweb.md` | Controllers, REST APIs, validation, exception handling |\n| Data Access | `references\u002Fdata.md` | Spring Data JPA, repositories, transactions, projections |\n| Security | `references\u002Fsecurity.md` | Spring Security 6, OAuth2, JWT, method security |\n| Cloud Native | `references\u002Fcloud.md` | Spring Cloud, Config, Discovery, Gateway, resilience |\n| Testing | `references\u002Ftesting.md` | @SpringBootTest, MockMvc, Testcontainers, test slices |\n\n## Constraints\n\n### MUST DO\n- Use Spring Boot 3.x with Java 17+ features\n- Apply dependency injection via constructor injection\n- Use @RestController for REST APIs with proper HTTP methods\n- Implement validation with @Valid and constraint annotations\n- Use Spring Data repositories for data access\n- Apply @Transactional appropriately for transaction management\n- Write tests with @SpringBootTest and test slices\n- Configure application.yml\u002Fproperties properly\n- Use @ConfigurationProperties for type-safe configuration\n- Implement proper exception handling with @ControllerAdvice\n\n### MUST NOT DO\n- Use field injection (@Autowired on fields)\n- Skip input validation on API endpoints\n- Expose internal exceptions to API clients\n- Use @Component when @Service\u002F@Repository\u002F@Controller applies\n- Mix blocking and reactive code improperly\n- Store secrets in application.properties\n- Skip transaction management for multi-step operations\n- Use deprecated Spring Boot 2.x patterns\n- Hardcode URLs, credentials, or configuration\n\n## Output Templates\n\nWhen implementing Spring Boot features, provide:\n1. Entity\u002Fmodel classes with JPA annotations\n2. Repository interfaces extending Spring Data\n3. Service layer with business logic\n4. Controller with REST endpoints\n5. DTO classes for API requests\u002Fresponses\n6. Configuration classes if needed\n7. Test classes with appropriate test slices\n8. Brief explanation of architecture decisions\n\n## Knowledge Reference\n\nSpring Boot 3.x, Spring Framework 6, Spring Data JPA, Spring Security 6, Spring Cloud, Project Reactor (WebFlux), JPA\u002FHibernate, Bean Validation, RestTemplate\u002FWebClient, Actuator, Micrometer, JUnit 5, Mockito, Testcontainers, Docker, Kubernetes\n\n## Related Skills\n\n- **Java Architect** - Enterprise Java patterns and architecture\n- **Database Optimizer** - JPA optimization and query tuning\n- **Microservices Architect** - Service boundaries and patterns\n- **DevOps Engineer** - Deployment and containerization\n",{"name":5,"role":43,"scope":44,"triggers":45,"description":7,"output-format":37},"specialist","implementation",[46,47,48,49,50,51,52,53,54],"Spring Boot","Spring Framework","Spring Cloud","Spring Security","Spring Data JPA","Spring WebFlux","Microservices Java","Java REST API","Reactive Java","main","f4cb2d49f7667e79ef7804f50396d5aaffdf1f56","APIs与集成\u002Fspring-boot-engineer",1,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification","https:\u002F\u002Fgithub.com\u002FKernel8901","a little little little dobe in life but science geek","2026-04-05 16:43:56",{"source":8,"skillName":5,"commands":64,"prompt":74,"zipAvailable":75},[65,68,71],{"tool":66,"command":67},"npx","npx skills add Kernel8901\u002Fai-agent-skills-classification --skill spring-boot-engineer",{"tool":69,"command":70},"bunx","bunx skills add Kernel8901\u002Fai-agent-skills-classification --skill spring-boot-engineer",{"tool":72,"command":73},"pnpm","pnpm dlx skills add Kernel8901\u002Fai-agent-skills-classification --skill spring-boot-engineer","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002FSKILL.md",true,[77,83,87,91,95,99],{"path":78,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":81,"sourceHtmlUrl":82},"_meta.json","REFERENCE","参考文档",304,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002F_meta.json",{"path":84,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":85,"sourceHtmlUrl":86},"references\u002Fcloud.md",12339,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002Freferences\u002Fcloud.md",{"path":88,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":89,"sourceHtmlUrl":90},"references\u002Fdata.md",11023,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002Freferences\u002Fdata.md",{"path":92,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":93,"sourceHtmlUrl":94},"references\u002Fsecurity.md",15275,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002Freferences\u002Fsecurity.md",{"path":96,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":97,"sourceHtmlUrl":98},"references\u002Ftesting.md",14905,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002Freferences\u002Ftesting.md",{"path":100,"resourceType":79,"resourceTypeDesc":80,"sizeBytes":101,"sourceHtmlUrl":102},"references\u002Fweb.md",8990,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FAPIs与集成\u002Fspring-boot-engineer\u002Freferences\u002Fweb.md",[104,127,162,173,183,212],{"skillNo":105,"name":106,"nameZh":6,"description":107,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":108,"categories":109,"keywords":110,"publishedAt":38},"01M6Q5R6WZ06RRB9RQTW54B34B","zyfai","Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive DeFi yield on their funds. Deploys a non-custodial subaccount (Safe) linked to their EOA, enables automated yield optimization, and lets them deposit\u002Fwithdraw anytime.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzyfai-sdk\u002FSKILL.md",[],[106,111,112,113,114,115,29,116,117,118,119,120,121,122,123,124,125,126],"safe","ethereum","defi","Optimization","user","Wallet","base","deposit","withdraw","yield","arbitrum","non-custodial","passive","defi yield","earn","yield optimization",{"skillNo":128,"name":129,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":130,"categories":131,"keywords":145,"publishedAt":38},"01M6Q5R337B5JSNER4P4YS03TN","zerion-api","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api\u002FSKILL.md",[132,137,140],{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":138,"categoryName":139,"taxonomyType":135,"taxonomyTypeDesc":136},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":141,"categoryName":142,"taxonomyType":143,"taxonomyTypeDesc":144},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[30,146,147,148,149,150,151,113,152,116,153,154,155,156,157,158,159,160,161],"zerion api","zerion","MCP","mcp server","server","blockchain","transactions","crypto wallet","crypto","evm","solana","query","across","positions","token","prices",{"skillNo":163,"name":164,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":165,"categories":166,"keywords":170,"publishedAt":38},"01M6Q5QZFYTDAZMZ27BN5VZXAR","zerion-api-skill","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-skill\u002FSKILL.md",[167,168,169],{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},{"categoryNo":138,"categoryName":139,"taxonomyType":135,"taxonomyTypeDesc":136},{"categoryNo":141,"categoryName":142,"taxonomyType":143,"taxonomyTypeDesc":144},[30,171,172,146,147,148,149,150,151,113,152,116,154,155,156,157,158,159,160,161],"api skill","zerion api skill",{"skillNo":174,"name":175,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":176,"categories":177,"keywords":181,"publishedAt":38},"01M6Q5QW17QW98RA3FE45E4RD8","zerion-api-mcp","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-mcp\u002FSKILL.md",[178,179,180],{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},{"categoryNo":138,"categoryName":139,"taxonomyType":135,"taxonomyTypeDesc":136},{"categoryNo":141,"categoryName":142,"taxonomyType":143,"taxonomyTypeDesc":144},[148,30,182,146,147,149,150,113,152,116,153,154,155,156,157,158,159,160,161],"zerion api mcp",{"skillNo":184,"name":185,"nameZh":6,"description":186,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":187,"categories":188,"keywords":192,"publishedAt":38},"01M6Q5QQYZB7A501BDEQWKGSJT","yahoo-finance-forex","Fetches real-time FOREX news and market data from Yahoo Finance for major currency pairs (EUR\u002FUSD, GBP\u002FUSD, USD\u002FJPY, etc.). Analyzes sentiment and provides trading context.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-forex\u002FSKILL.md",[189],{"categoryNo":190,"categoryName":191,"taxonomyType":143,"taxonomyTypeDesc":144},"01JBSEEDCAT000000000000040","财务",[193,194,195,196,197,198,199,200,201,202,203,204,205,206,207,208,209,210,211,24],"finance","yahoo finance","forex","yahoo","yahoo finance forex","github","https","sentiment","real-time","python3","install","Market","usd","news","time","currency","gbp","pip","market data",{"skillNo":213,"name":214,"nameZh":6,"description":215,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":216,"categories":217,"keywords":219,"publishedAt":38},"01M6Q5QM6VS84WZVM7BKXXPF32","yahoo-finance","This skill should be used when the user asks to \"get stock prices\", \"check stock quotes\", \"look up earnings\", \"get financial data\", \"find trending stocks\", or needs stock market data from Yahoo Finance.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-cli\u002FSKILL.md",[218],{"categoryNo":190,"categoryName":191,"taxonomyType":143,"taxonomyTypeDesc":144},[193,194,196,220,221,222,223,224,225,204,226,227,228,229,230,231,232,233,161,211],"cli","homebrew","find","check","brew","up","local","get","stock","link","trending","sf","quotes","ln"]